3 papers
cs.CL2025
HealthBranches: Synthesizing Clinically-Grounded Question Answering Datasets via Decision Pathways
Cristian Cosentino, Annamaria Defilippo, Marco Dossena +3
HealthBranches is a novel benchmark dataset for medical Question-Answering (Q&A), specifically designed to evaluate complex reasoning in Large Language Models (LLMs). This dataset…
cs.CV2024
Beyond Labels: A Self-Supervised Framework with Masked Autoencoders and Random Cropping for Breast Cancer Subtype Classification
Annalisa Chiocchetti, Marco Dossena, Christopher Irwin +1
This work contributes to breast cancer sub-type classification using histopathological images. We utilize masked autoencoders (MAEs) to learn a self-supervised embedding tailored f…
cs.LG2024
Structural Positional Encoding for knowledge integration in transformer-based medical process monitoring
Christopher Irwin, Marco Dossena, Giorgio Leonardi +1
Predictive process monitoring is a process mining task aimed at forecasting information about a running process trace, such as the most correct next activity to be executed. In med…